AugmentedWorldModelsFacilitateZero-ShotDynamicsGeneralizationFromaSingleOfflineEnvironmentPhilipJ.Ball1CongLu1JackParker-Holder1StephenRoberts1Abstractproblems(Dulac-Arnoldetal.,2019),withthepotent...
RobustnesstoProgrammableStringTransformationsviaAugmentedAbstractTrainingYuhaoZhang1AwsAlbarghouthi1LorisD’Antoni1Abstractafinitealphabet—thatarerobusttoadversarialexamples.Sequencesoverfinitealp...
REALM:Retrieval-AugmentedLanguageModelPre-TrainingKelvinGuu1KentonLee1ZoraTung1PanupongPasupat1Ming-WeiChang1AbstractFigure1.REALMaugmentslanguagemodelpre-trainingwithaneuralknowledgeretrieverthatr...
TapNet:NeuralNetworkAugmentedwithTask-AdaptiveProjectionforFew-ShotLearningSungWhanYoon1JunSeo1JaekyunMoon1AbstractOnepopularwayofdevelopingfew-shotlearningstrategiesistotakeameta-learningperspecti...
AConditional-Gradient-BasedAugmentedLagrangianFrameworkAlpYurtsever1OlivierFercoq2VolkanCevher1AbstractThistemplatehasalargenumberofapplicationsinma-chinelearning,signalprocessing,andcomputerscienc...
NonparametricvariableimportanceusinganAugmentedneuralnetworkwithmulti-tasklearningJeanFeng1BrianD.Williamson1MarcoCarone12NoahSimon1Abstractrequiresarigorousdefinitionofanestimablevariableim-portan...
AugmentedCycleGAN:LearningMany-to-ManyMappingsfromUnpairedDataAmjadAlmahairi1†SaiRajeswar1AlessandroSordoni2PhilipBachman2AaronCourville13Abstract?%?$Learninginter-domainmappingsfromunpaired??...